A Queer Cooptation of Sport: RuPaul’s Drag Race Contestants as Athletes in a Culture of Risk and Injury
Bibliographic record
Abstract
RuPaul’s Drag Race (RPDR) is a reality television show wherein drag queens compete for the title of America’s next drag superstar. This article contends that RPDR is sport and that the queens are contestants in a culture of risk wherein queens must be willing to play through pain, risk their bodies, and demonstrate emotional toughness to succeed. A hegemonic power structure exists on RPDR wherein judges, fans, and contestants reward queens willing to participate in the culture of risk and deem queens unwilling to participate as unworthy. Using a discourse analysis of Season 9, this article will demonstrate how the contestants on RPDR must conform to the traditional masculine and feminine gender norms commonly found in sporting contexts to garner success on and off the show.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.032 | 0.053 |
| Scholarly communication | 0.013 | 0.007 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.003 | 0.008 |
| Insufficient payload (model declined to judge) | 0.004 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".